How niharj77/collaborative-ai-content-creator-multi-agent-system works
This small Python app produces an article through a main.py orchestrator that calls research, drafting, and editing stages in agents.py, then prints the result. The implementation uses simulated findings and text, not live AI or search services; README/API references and comments describe intended integrations only. config.py defines placeholder keys but is not used by the workflow. The README mentions broader capabilities such as idea generation and fact-checking, but these are not implemented in the sampled source.
Main entry points: main.py Workflow Orchestrator · agents.py Researcher
Components 9
Workflow
- Workflow Orchestrator
main.py - Printed Article
main.py
Content Agents
- Researcher
agents.py - Writer
agents.py - Editor
agents.py
Configuration
- API Key Config
config.py
Other components
- Topic Provider
- Search API
- LLM API
Connections 11
- Topic Provider → Workflow Orchestrator: provides topic
- Workflow Orchestrator → Researcher: calls research
- Researcher → Workflow Orchestrator: returns findings
- Workflow Orchestrator → Writer: calls drafting
- Writer → Workflow Orchestrator: returns draft
- Workflow Orchestrator → Editor: calls editing
- Editor → Workflow Orchestrator: returns article
- Workflow Orchestrator → Printed Article: prints result
- Researcher → Search API: would query
- Writer → LLM API: would generate
- Editor → LLM API: would refine